Custom AI Solutions

Software that adapts to your process — not the other way round.

Custom AI Solutions — ai-leipzig, KI-Agentur Leipzig

Your competitive edge rarely lies in the average — yet that’s exactly what standard software is built for. When off-the-shelf tools fail at your special case, we build the fitting solution: from intelligent document search to RAG systems to deep integration with your existing software. Lean, on point, not one feature too many or too few.

When the ready-made tool can’t do your special case

Ready-made software hits the average well — but the moment your process deviates from the template, the tinkering begins: workarounds, manual rework, expensive add-on modules that cover 80 percent and miss exactly the important 20. Over time this patchwork costs more than a clean solution.

A tailored solution flips the relationship: you don’t bend to the software, the software bends to your process. Today’s building blocks — language models, RAG, vector search, APIs — make this far faster and cheaper than just a few years ago. We assemble them into a lean application that does one thing really well: yours.

From idea to running application

  1. 01

    Understand & scope

    We get to grips with the use case, the data situation and technical constraints, and cut out a first, clearly bounded and valuable part.

  2. 02

    Prototype on the real case

    Before much money flows, we build a working prototype on the real use case. You see early whether the idea holds up.

  3. 03

    Build out & connect

    We build the solution out fully and couple it to your existing systems via stable, documented interfaces.

  4. 04

    Hand over & operate

    You get code and documentation in hand. We handle maintenance and further development on request — but you’re never dependent.

What can be built custom

Whenever ready-made tools don’t fit, or several systems should work together cleverly, custom work pays off. A few examples:

  • Intelligent search and Q&A over your internal documents (RAG).
  • Automatically process and analyse contracts, forms or receipts.
  • An internal tool that chains several systems into one flow.
  • AI features built directly into your own product or web app.
  • Automatically classify and enrich large data sets.
  • Industry applications for which simply no standard product fits.

What you gain

  • On point, not bloated

    Exactly the functions you need — no bloated standard product whose modules are half untouched.

  • Built on your knowledge

    Search and answers straight from your own content (RAG) — reliable, verifiable and always current with your documents.

  • Control stays with you

    Open standards, handed-over code, full documentation. No lock-in — you’re dependent on us at no point.

FAQ

Do we own the solution afterwards?

Yes. We work with open standards and hand over code and documentation. Whether you continue in-house or leave maintenance to us is your call.

Can we start small first?

Absolutely — we even recommend it. A scoped prototype shows real value early, before we scale out.

How long does this take?

A first prototype often takes a few weeks. The finished solution depends on scope — we plan it in manageable stages.

Does it fit our systems?

Yes. We couple the solution to your existing software via stable, documented interfaces — rather than building yet another island.

And data protection?

It’s part of the design from the start. On request the solution runs with EU hosting or entirely in your own infrastructure.

What does a custom solution cost?

It depends on scope. After the intro call and a short scoping, you get a transparent quote — often beginning with a manageable prototype.